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- # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
- #
- # Licensed under the Apache License, Version 2.0 (the "License");
- # you may not use this file except in compliance with the License.
- # You may obtain a copy of the License at
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # Unless required by applicable law or agreed to in writing, software
- # distributed under the License is distributed on an "AS IS" BASIS,
- # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- # See the License for the specific language governing permissions and
- # limitations under the License.
-
- import unittest
-
- import numpy as np
- from get_test_cover_info import (
- XPUOpTestWrapper,
- create_test_class,
- get_xpu_op_support_types,
- )
- from op_test_xpu import XPUOpTest
-
- import paddle
-
-
- class TestCompareOpBase(XPUOpTest):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.config()
- self.set_case()
- self.inputs = {'X': self.x, 'Y': self.y}
- self.outputs = {'Out': self.result}
-
- def set_case(self):
- self.x = np.random.uniform(
- self.lbound, self.hbound, self.x_shape
- ).astype(self.dtype)
- self.y = np.random.uniform(
- self.lbound, self.hbound, self.y_shape
- ).astype(self.dtype)
- self.result = self.compute(self.x, self.y)
-
- def config(self):
- self.dtype = np.float32
- self.op_type = 'less_than'
- self.compute = np.less
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [11, 17]
-
- def test_check_output(self):
- paddle.enable_static()
- self.check_output_with_place(self.place)
-
-
- class XPUTestLessThanOP(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'less_than'
- self.use_dynamic_create_class = False
-
- class LessThanOpTestCase1(TestCompareOpBase):
- def config(self):
- self.dtype = self.in_type
- self.op_type = 'less_than'
- self.compute = np.less
- self.set_data()
-
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [11, 17]
-
- class LessThanOpTestCase2(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [11, 17]
- self.y_shape = [1]
-
- class LessThanOpTestCase3(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -300
- self.hbound = 300
- self.x_shape = [11, 17, 29]
- self.y_shape = [1]
-
- class LessThanOpTestCase4(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [128, 128, 512]
- self.y_shape = [1]
-
- class LessThanOpTestCase5(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [128, 128, 512]
- self.y_shape = [128, 128, 512]
-
- class LessThanOpTestCase_ZeroDim1(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = []
-
- class LessThanOpTestCase_ZeroDim2(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = [11, 17]
-
- class LessThanOpTestCase_ZeroDim3(LessThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = []
-
-
- support_types = get_xpu_op_support_types('less_than')
- for stype in support_types:
- create_test_class(globals(), XPUTestLessThanOP, stype)
-
-
- class XPUTestLessEqualOp(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'less_equal'
- self.use_dynamic_create_class = False
-
- class LessEqualOpTestCase1(TestCompareOpBase):
- def config(self):
- self.dtype = self.in_type
- self.op_type = 'less_equal'
- self.compute = np.less_equal
- self.set_data()
-
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [11, 17]
-
- class LessEqualOpTestCase2(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17, 255]
- self.y_shape = [11, 17, 255]
-
- class LessEqualOpTestCase3(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [11, 17, 255]
- self.y_shape = [1]
-
- class LessEqualOpTestCase4(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [11, 17]
- self.y_shape = [1]
-
- class LessEqualOpTestCase5(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [128, 128, 512]
- self.y_shape = [128, 128, 512]
-
- class LessEqualOpTestCase_ZeroDim1(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = []
-
- class LessEqualOpTestCase_ZeroDim2(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = [11, 17]
-
- class LessEqualOpTestCase_ZeroDim3(LessEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = []
-
-
- support_types = get_xpu_op_support_types('less_equal')
- for stype in support_types:
- create_test_class(globals(), XPUTestLessEqualOp, stype)
-
-
- class XPUTestGreaterThanOp(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'greater_than'
- self.use_dynamic_create_class = False
-
- class GreaterThanOpTestCase1(TestCompareOpBase):
- def config(self):
- self.dtype = self.in_type
- self.op_type = 'greater_than'
- self.compute = np.greater
- self.set_data()
-
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [128, 128, 512]
- self.y_shape = [128, 128, 512]
-
- class GreaterThanOpTestCase2(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [128, 128, 512]
- self.y_shape = [1]
-
- class GreaterThanOpTestCase3(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [1]
-
- class GreaterThanOpTestCase4(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [11, 17]
-
- class GreaterThanOpTestCase5(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 10, 20, 20]
- self.y_shape = [10, 10, 20, 20]
-
- class GreaterThanOpTestCase_ZeroDim1(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = []
-
- class GreaterThanOpTestCase_ZeroDim2(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = [11, 17]
-
- class GreaterThanOpTestCase_ZeroDim3(GreaterThanOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = []
-
-
- support_types = get_xpu_op_support_types('greater_than')
- for stype in support_types:
- create_test_class(globals(), XPUTestGreaterThanOp, stype)
-
-
- class XPUTestGreaterEqualOp(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'greater_equal'
- self.use_dynamic_create_class = False
-
- class GreaterEqualOpTestCase1(TestCompareOpBase):
- def config(self):
- self.dtype = self.in_type
- self.op_type = 'greater_equal'
- self.compute = np.greater_equal
- self.set_data()
-
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 10, 20, 20]
- self.y_shape = [10, 10, 20, 20]
-
- class GreaterEqualOpTestCase2(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 10]
- self.y_shape = [10, 10]
-
- class GreaterEqualOpTestCase3(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [512, 512, 2]
- self.y_shape = [1]
-
- class GreaterEqualOpTestCase4(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 10, 20, 20]
- self.y_shape = [1]
-
- class GreaterEqualOpTestCase5(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 30, 15]
- self.y_shape = [10, 30, 15]
-
- class GreaterEqualOpTestCase_ZeroDim1(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = []
-
- class GreaterEqualOpTestCase_ZeroDim2(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = [11, 17]
-
- class GreaterEqualOpTestCase_ZeroDim3(GreaterEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = []
-
-
- support_types = get_xpu_op_support_types('greater_equal')
- for stype in support_types:
- create_test_class(globals(), XPUTestGreaterEqualOp, stype)
-
-
- class XPUTestEqualOp(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'equal'
- self.use_dynamic_create_class = False
-
- class EqualOpTestCase1(TestCompareOpBase):
- def config(self):
- self.dtype = self.in_type
- self.op_type = 'equal'
- self.compute = np.equal
- self.set_data()
-
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 30, 15]
- self.y_shape = [10, 30, 15]
-
- class EqualOpTestCase2(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [10, 30, 15]
- self.y_shape = [1]
-
- class EqualOpTestCase3(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [10, 30]
- self.y_shape = [10, 30]
-
- class EqualOpTestCase4(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [256, 256, 10]
- self.y_shape = [256, 256, 10]
-
- class EqualOpTestCase5(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [1]
-
- class EqualOpTestCase_ZeroDim1(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = []
-
- class EqualOpTestCase_ZeroDim2(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = [11, 17]
-
- class EqualOpTestCase_ZeroDim3(EqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = []
-
- class EqualOpTestCaseBoolBase(TestCompareOpBase):
- def config(self):
- self.dtype = np.bool_
- self.op_type = 'equal'
- self.compute = np.equal
- self.choices = [True, False]
- self.set_shape()
-
- def set_shape(self):
- self.x_shape = [11, 17]
- self.y_shape = [11, 17]
-
- def set_case(self):
- self.x = np.random.choice(self.choices, self.x_shape)
- self.y = np.random.choice(self.choices, self.y_shape)
- self.result = self.compute(self.x, self.y)
-
- class EqualOpTestCaseBool1(EqualOpTestCaseBoolBase):
- def set_shape(self):
- self.x_shape = [11, 17]
- self.y_shape = [1]
-
- class EqualOpTestCaseBool2(EqualOpTestCaseBoolBase):
- def set_shape(self):
- self.x_shape = [1]
- self.y_shape = [11, 17]
-
-
- support_types = get_xpu_op_support_types('equal')
- for stype in support_types:
- create_test_class(globals(), XPUTestEqualOp, stype)
-
-
- class XPUTestNotEqualOp(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'not_equal'
- self.use_dynamic_create_class = False
-
- class NotEqualOpTestCase1(TestCompareOpBase):
- def config(self):
- self.dtype = self.in_type
- self.op_type = 'not_equal'
- self.compute = np.not_equal
- self.set_data()
-
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = [1]
-
- class NotEqualOpTestCase2(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [11, 17]
- self.y_shape = [11, 17]
-
- class NotEqualOpTestCase3(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [11, 17, 30]
- self.y_shape = [1]
-
- class NotEqualOpTestCase4(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -200
- self.hbound = 200
- self.x_shape = [256, 256, 10]
- self.y_shape = [256, 256, 10]
-
- class NotEqualOpTestCase5(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [512, 128]
- self.y_shape = [512, 128]
-
- class NotEqualOpTestCase_ZeroDim1(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = []
-
- class NotEqualOpTestCase_ZeroDim2(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = []
- self.y_shape = [11, 17]
-
- class NotEqualOpTestCase_ZeroDim3(NotEqualOpTestCase1):
- def set_data(self):
- self.lbound = -100
- self.hbound = 100
- self.x_shape = [11, 17]
- self.y_shape = []
-
-
- support_types = get_xpu_op_support_types('not_equal')
- for stype in support_types:
- create_test_class(globals(), XPUTestNotEqualOp, stype)
-
- if __name__ == '__main__':
- unittest.main()
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